{"id":"W4224307690","doi":"10.2196/32597","title":"Fundraising in Education: Road Map to Involving Medical Educators in Fundraising","year":2022,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Fund raising; Revenue; Business; Face (sociological concept); Public relations; Raising (metalworking); Higher education; Marketing; Finance; Political science; Economic growth; Economics; Sociology; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07150026,0.001676305,0.001026298,0.005112992,0.013765,0.03845544,0.005077577,0.02734791,0.03815916],"category_scores_gemma":[0.07192695,0.001081859,0.001676769,0.003471946,0.01274332,0.03477351,0.03093239,0.02216923,0.008481422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01100608,"about_ca_system_score_gemma":0.1140021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01271053,"about_ca_topic_score_gemma":0.02054531,"domain_scores_codex":[0.9601461,0.02311931,0.001728605,0.00135367,0.004780743,0.008871649],"domain_scores_gemma":[0.8426052,0.05566014,0.005756288,0.004980248,0.01871013,0.07228798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002250932,0.001578042,0.007055542,0.003266209,0.00007807501,0.0009431836,0.01429691,0.001024395,0.0004413919,0.1180286,0.266437,0.5866255],"study_design_scores_gemma":[0.0001835364,0.0005660402,0.006146117,0.01067247,0.00005943678,0.0005109623,0.04873149,0.00112512,0.0004679682,0.1205333,0.810842,0.0001615562],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004168964,0.02676846,0.01027268,0.9081976,0.004683032,0.0005144636,0.00008606491,0.0005556469,0.04475307],"genre_scores_gemma":[0.4510984,0.1144927,0.1427811,0.2367096,0.009306698,0.002723942,0.0006061299,0.000455418,0.04182606],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07150026,"threshold_uncertainty_score":0.378134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01261455224143866,"score_gpt":0.2952535038736187,"score_spread":0.2826389516321801,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}